Paper Citation Record · LEDGER

Cybersecurity Detection Classification with Reasoning-enabled Language Models

As of 18 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2607.28460.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.28460 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T06:41:25.173868Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

verified exact0
verified fuzzy0
unresolved52
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6ea2b2c7-1c08-4437-854f-c23004ae030b · outbound

This paper cites 2017 , eprint =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models 2017 , eprint =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:19.824743Z

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Unavailable: canonical work link unavailable.

Observation 033b29ac-0c7c-4b17-a759-82c8c0d9b50b · outbound

This paper cites STaR: Bootstrapping Reasoning With Reasoning.

Cybersecurity Detection Classification with Reasoning-enabled Language Models STaR: Bootstrapping Reasoning With Reasoning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:19.974754Z

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Observation 8c4fe9b5-8fbb-4310-939b-9a0c84fecd26 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Cybersecurity Detection Classification with Reasoning-enabled Language Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:20.110356Z

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Observation 6b9c5a64-25cd-4dd2-ba62-af0ea4b606ca · outbound

This paper cites and Axon, Louise and Martinovic, Ivan , booktitle =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models and Axon, Louise and Martinovic, Ivan , booktitle =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:20.213067Z

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Observation 3c9d8071-d685-45ce-8462-e51a0321024a · outbound

This paper cites an unresolved cited work.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:20.426209Z

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Observation 32ad48dd-a34b-401a-8a3b-35d043df3124 · outbound

This paper cites Proceedings of the 13th USENIX Conference on System Administration (LISA '99) , pages =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Proceedings of the 13th USENIX Conference on System Administration (LISA '99) , pages =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:20.560413Z

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Observation d8708782-7996-4984-abd3-f2a87cf3f14a · outbound

This paper cites 2010 IEEE Symposium on Security and Privacy , pages =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models 2010 IEEE Symposium on Security and Privacy , pages =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:20.748230Z

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Observation 6d3ed34d-8a75-49bb-8b99-2a1704e5108a · outbound

This paper cites 2019 , publisher =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models 2019 , publisher =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:20.867973Z

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Observation ba60c0b5-a099-4ab2-9ee3-b3ad3da342e3 · outbound

This paper cites 2025 , eprint =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models 2025 , eprint =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.002546Z

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Observation b3f2b95b-a826-420f-87b9-e5d9f5a0a281 · outbound

This paper cites Labeling NIDS Rules with MITRE ATT&CK Techniques: Machine Learning vs. Large Language Models.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Labeling NIDS Rules with MITRE ATT&CK Techniques: Machine Learning vs. Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.097683Z

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Observation d5c88019-b019-44f6-b739-a9af75c6ffd4 · outbound

This paper cites ACM Transactions on Information and System Security , volume =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models ACM Transactions on Information and System Security , volume =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.222294Z

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Observation f3a71723-2c12-48ce-a843-b0f32336ca56 · outbound

This paper cites Recent Advances in Intrusion Detection (RAID) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Recent Advances in Intrusion Detection (RAID) , year =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.337697Z

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Observation 7b603898-5fdf-4e8e-8d5d-4832e6277022 · outbound

This paper cites an unresolved cited work.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.405856Z

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Observation aecedb3d-403b-4f79-bab0-9fdf15f57a05 · outbound

This paper cites an unresolved cited work.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.526207Z

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Observation c59ccb3e-b12c-48bc-9ecd-e9b6b060deab · outbound

This paper cites and Gjomemo, Rigel and Eshete, Birhanu and Sekar, R.

Cybersecurity Detection Classification with Reasoning-enabled Language Models and Gjomemo, Rigel and Eshete, Birhanu and Sekar, R

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.634742Z

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Observation 1d9a8ba7-360f-407b-b759-ef8d82bc7121 · outbound

This paper cites HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs).

Cybersecurity Detection Classification with Reasoning-enabled Language Models HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.698180Z

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Observation e7d41455-d742-4eb6-b217-a8dd8d8ccd02 · outbound

This paper cites LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection.

Cybersecurity Detection Classification with Reasoning-enabled Language Models LogGPT: Exploring ChatGPT for Log-Based Anomaly Detection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.746327Z

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Observation 8b76a12d-c3f9-4001-a81a-d9dce3bd7229 · outbound

This paper cites Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.805878Z

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Observation 4acf858f-6e9b-434d-a99c-8da186db13ff · outbound

This paper cites Sifting the Noise: A Comparative Study of LLM Agents in Vulnerability False Positive Filtering.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Sifting the Noise: A Comparative Study of LLM Agents in Vulnerability False Positive Filtering

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.870683Z

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Observation e3db9b58-5d5c-466d-bd61-3ffbe9c279ef · outbound

This paper cites Before You Hand Over the Wheel: Evaluating.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Before You Hand Over the Wheel: Evaluating

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.941412Z

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Observation ce321709-52ea-416e-9ac1-a0e1af02159f · outbound

This paper cites 2023 , eprint =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models 2023 , eprint =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:22.012382Z

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Observation 2ef36b6c-225d-4f35-b3ec-3507f58d3260 · outbound

This paper cites PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis.

Cybersecurity Detection Classification with Reasoning-enabled Language Models PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:22.083298Z

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Observation f535dde2-ba3a-4ae9-9ff7-ca3716948566 · outbound

This paper cites When LLMs Meet Cybersecurity: A Systematic Literature Review.

Cybersecurity Detection Classification with Reasoning-enabled Language Models When LLMs Meet Cybersecurity: A Systematic Literature Review

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:22.167266Z

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Observation 2d981233-942f-4d17-8b8d-7e12de183505 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:22.283581Z

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Observation 92d7e637-b4b9-4c18-8199-7094ce6544bf · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:22.399913Z

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Observation 533f01c6-0541-4aa5-954a-9f913b51aab6 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models International Conference on Learning Representations (ICLR) , year =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:22.575899Z

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Observation 4501d413-7fe2-48ed-9bc7-946933b9fd34 · outbound

This paper cites Challenging.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Challenging

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:22.676327Z

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Observation 62f08f12-37af-4e59-9c1d-413ed58696da · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:22.781238Z

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Observation 6acb2c19-52de-4976-b742-73e47c0cdfa3 · outbound

This paper cites an unresolved cited work.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:22.898974Z

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Observation a811af92-4e2d-4302-a3f8-b066c742c538 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models International Conference on Learning Representations (ICLR) , year =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:23.034757Z

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Observation af112946-bd48-4f9c-ab9c-aeb4d841d169 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models International Conference on Learning Representations (ICLR) , year =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:23.174755Z

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Observation 90ea2331-ebb1-4456-8b51-05ff20a4dcd4 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models International Conference on Learning Representations (ICLR) , year =

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:23.294893Z

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Observation 1d3d3572-4f64-4c42-8fb7-922392f0f7bc · outbound

This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.

Cybersecurity Detection Classification with Reasoning-enabled Language Models DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:23.404752Z

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Observation fdeb23a8-b1c9-4bea-9872-ff7982fdef93 · outbound

This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.

Cybersecurity Detection Classification with Reasoning-enabled Language Models GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:23.534755Z

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Observation 3f8adf45-335f-4d55-b31b-3828a14c1a56 · outbound

This paper cites Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:23.649729Z

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Observation 0f8d0eb8-ad86-4cc8-9bee-50b6f5099b39 · outbound

This paper cites V-STaR: Training Verifiers for Self-Taught Reasoners.

Cybersecurity Detection Classification with Reasoning-enabled Language Models V-STaR: Training Verifiers for Self-Taught Reasoners

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:23.777439Z

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Observation 9bb5af60-9364-4f92-9420-029f601e13d2 · outbound

This paper cites Reinforced Self-Training (ReST) for Language Modeling.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Reinforced Self-Training (ReST) for Language Modeling

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:23.881864Z

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Observation fce1610e-1d17-40f6-80ed-8735689ad5c6 · outbound

This paper cites Transactions on Machine Learning Research , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Transactions on Machine Learning Research , year =

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.045531Z

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Observation 9706df14-7845-4965-869b-10702ab3738c · outbound

This paper cites 2023 , eprint =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models 2023 , eprint =

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.208951Z

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Observation 3648f808-8d41-4f97-80f6-4f003286c468 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.353718Z

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Observation 360795d9-649e-47af-8c49-ad968e90f87c · outbound

This paper cites an unresolved cited work.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.437589Z

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Observation 156d28c1-7141-438a-88cb-665031c382a5 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.512510Z

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Observation ee8fd916-865c-498b-b339-cafb0275e07a · outbound

This paper cites 2017 , eprint =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models 2017 , eprint =

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.593944Z

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Observation 2de603e7-7dc7-4f95-a786-a158f5508dda · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.643513Z

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Observation 24605543-6345-481b-9e06-42d11aabf71d · outbound

This paper cites Back to Basics: Revisiting.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Back to Basics: Revisiting

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.685893Z

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Observation 9a7689fd-0935-481a-a7b9-971f86dcf435 · outbound

This paper cites Advances in Large Margin Classifiers , pages =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Advances in Large Margin Classifiers , pages =

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.724627Z

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Observation 293b3185-0f8f-4efd-9a03-4369034b87d5 · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models International Conference on Machine Learning (ICML) , year =

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.753155Z

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Observation 342c6f5e-25ab-4a86-9094-6f5bfb0fff95 · outbound

This paper cites 2022 , eprint =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models 2022 , eprint =

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.782970Z

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Observation 7cf50fb1-bd36-40e5-bd04-c6ddc86a7a09 · outbound

This paper cites Transactions on Machine Learning Research , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models Transactions on Machine Learning Research , year =

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:24.991899Z

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Observation 54daafbe-73b9-4628-bcfe-b6984fbee4c7 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models International Conference on Learning Representations (ICLR) , year =

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:25.067505Z

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Observation 5a097160-28ea-4bdd-9587-c5bea007901c · outbound

This paper cites 2021 , eprint =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models 2021 , eprint =

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:25.116710Z

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Observation a4278300-bbaf-469c-9e6e-4e4d47392575 · outbound

This paper cites and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , booktitle =.

Cybersecurity Detection Classification with Reasoning-enabled Language Models and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , booktitle =

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:25.173868Z

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Pith citing papers

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